Triple
T13594242
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckscher |
E324772
|
entity |
| Predicate | hasNotableBearer |
P458
|
FINISHED |
| Object |
Gunnar Heckscher
Gunnar Heckscher was a Swedish political scientist and politician who led the Moderate Party in the early 1960s.
|
E1057825
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gunnar Heckscher | Statement: [Heckscher, hasNotableBearer, Gunnar Heckscher]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gunnar Heckscher Context triple: [Heckscher, hasNotableBearer, Gunnar Heckscher]
-
A.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
B.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
C.
Eli Heckscher
Eli Heckscher was a Swedish economist and economic historian best known for co-developing the Heckscher–Ohlin theory of international trade.
-
D.
William S. Heckscher
William S. Heckscher was a German-born art historian and iconographer known for his influential scholarship on Renaissance art and emblem studies.
-
E.
Knut Wicksell
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gunnar Heckscher Triple: [Heckscher, hasNotableBearer, Gunnar Heckscher]
Generated description
Gunnar Heckscher was a Swedish political scientist and politician who led the Moderate Party in the early 1960s.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gunnar Heckscher Target entity description: Gunnar Heckscher was a Swedish political scientist and politician who led the Moderate Party in the early 1960s.
-
A.
Gustav Heckscher
Gustav Heckscher was a prominent member of the influential Heckscher family, known for his role in business and public life in the late 19th and early 20th centuries.
-
B.
August Heckscher
August Heckscher was an American philanthropist and arts patron known for his significant contributions to cultural institutions, including the founding support for the Heckscher Museum of Art.
-
C.
Eli Heckscher
Eli Heckscher was a Swedish economist and economic historian best known for co-developing the Heckscher–Ohlin theory of international trade.
-
D.
William S. Heckscher
William S. Heckscher was a German-born art historian and iconographer known for his influential scholarship on Renaissance art and emblem studies.
-
E.
Knut Wicksell
Knut Wicksell was a Swedish economist whose work on interest rates, price levels, and monetary theory profoundly shaped modern macroeconomics and influenced later thinkers like Hayek and Keynes.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d80769eaf081909d82f44e484d6113 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbb057f1c881909a3bb77c659a724a |
completed | April 12, 2026, 2:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d3f80c081908710b46a42fb13a3 |
completed | May 3, 2026, 7:08 p.m. |
| NEDg | Description generation | batch_69f7a12b71288190991ce3544af225c5 |
completed | May 3, 2026, 7:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7a192454c8190bf896f68c5073367 |
completed | May 3, 2026, 7:27 p.m. |
Created at: April 9, 2026, 9:49 p.m.